| { |
| "best_metric": 0.5786666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0843/checkpoints/checkpoint-1332", |
| "epoch": 4.0, |
| "eval_steps": 500, |
| "global_step": 1332, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 93.9332046508789, |
| "learning_rate": 2.25e-05, |
| "loss": 3.8612, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.27413333333333334, |
| "eval_loss": 3.790696382522583, |
| "eval_runtime": 5.6479, |
| "eval_samples_per_second": 663.962, |
| "eval_steps_per_second": 10.446, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 80.01618957519531, |
| "learning_rate": 1.5e-05, |
| "loss": 3.5574, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.4765333333333333, |
| "eval_loss": 3.2970969676971436, |
| "eval_runtime": 5.3412, |
| "eval_samples_per_second": 702.084, |
| "eval_steps_per_second": 11.046, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 145.8686981201172, |
| "learning_rate": 7.5e-06, |
| "loss": 2.985, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.552, |
| "eval_loss": 2.737654685974121, |
| "eval_runtime": 5.5259, |
| "eval_samples_per_second": 678.622, |
| "eval_steps_per_second": 10.677, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 252.20309448242188, |
| "learning_rate": 0.0, |
| "loss": 2.5603, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.5786666666666667, |
| "eval_loss": 2.4672889709472656, |
| "eval_runtime": 5.3978, |
| "eval_samples_per_second": 694.722, |
| "eval_steps_per_second": 10.93, |
| "step": 1332 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1332, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 4, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|